Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
6Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5082866143
ORCID evidence
Observed aliases (1)
- Jatinder Singh (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Human Ai Collab: 2 papers
- Adoption: 1 paper
- Inequality: 1 paper
- Labor Markets: 1 paper
- Productivity: 1 paper
Claim outcomes
- Ai Safety And Ethics: 2 papers
- Inequality: 1 paper
- Decision Quality: 1 paper
- Governance And Regulation: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Unobserved counterfactuals in sequential decision systems systematically under-expose marginalized groups and can amplify exclusion; modelling model- and feedback-uncertainty and using uncertainty-aware exploration reduces outcome variance for disadvantaged groups without sacrificing expected institutional utility.arxiv | Jatinder Singh orcid |
2026-04-23 | 0 |
| Seventeen ways to pair humans with LLMs: the chosen interaction pattern materially alters recommendations, error types and who bears responsibility; in clinical diagnostics different archetypes produce systematic differences in outputs and reliance, implying nontrivial consequences for productivity, liability and adoption.semantic_scholar | Jatinder Singh provider id |
Fetched 2026-03-15 | 2 |
Citation observation summary
OpenAlex supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 2 cumulative citations. This is a coverage summary, not an author score or h-index.